Prepare Data for SVD Analysis

Creating folder svd_plots/columns-FeelsLikeC

Creating svd file for columns-FeelsLikeC

SVD

Loading svd file for columns-FeelsLikeC

Precision of SVD Resconstrucion

Full Reconstruction & Lower Rank Reconstruction

Diff: 1.6058434693295595e-14
Diff reconstruction: 0.3315949956007873

Average SVD Error

Dates to Concept - SVD_U

Towns to Concept - SVD_V

Singular Vector - SVD_S

'15805.975901799913; 2310.9839198155933; 1233.3932676045195; 813.2236593403996; 509.89513943092254; 408.36288840649155; 333.25685831898375; 278.1552743461582; 181.10492177084467; 157.88139592380844; 144.9279870008704; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.5457216238405314e-12; 1.925795794309255e-13'

SVD Maps

Ploting map for k = 0

Ploting map for k = 1

Ploting map for k = 2

Ploting map for k = 3

Ploting map for k = 4

Export to HTML

[NbConvertApp] Converting notebook svd.ipynb to HTML
[NbConvertApp] Writing 7659536 bytes to output/columns-FeelsLikeC_svd.html
[NbConvertApp] Converting notebook svd.ipynb to pdf
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['text/html']) is not able to be represented.
  warn(
[NbConvertApp] Support files will be in columns-FeelsLikeC_svd_files/
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Making directory ./columns-FeelsLikeC_svd_files
[NbConvertApp] Writing 64088 bytes to notebook.tex
[NbConvertApp] Building PDF
[NbConvertApp] Running xelatex 3 times: ['xelatex', 'notebook.tex', '-quiet']
[NbConvertApp] Running bibtex 1 time: ['bibtex', 'notebook']
[NbConvertApp] WARNING | bibtex had problems, most likely because there were no citations
[NbConvertApp] PDF successfully created
[NbConvertApp] Writing 7108575 bytes to output/columns-FeelsLikeC_svd.pdf